Visualizing coverages

library(magrittr)
scenario_vec <- c("I", "II", "III", "IV")
distribution_vec <- c("laplace", "normal", "scaledt")
hsq_vec <- c(0.1, 0.2, 0.5)
replicate_vec <- 1:10
settings_tib <- expand.grid(replicate_vec, hsq_vec, distribution_vec, scenario_vec) %>%
  tibble::as_tibble() %>%
  dplyr::rename(replicate = 1, hsq = 2, distribution = 3, scenario = 4)
results <- settings_tib %>%
    dplyr::mutate(filename = purrr::pmap_chr(.l = list(scenario, distribution, hsq, replicate), 
                                             .f = function(scenario, distribution, hsq, replicate){ 
                                                 paste0("../results/sims-manual-12500-5fold-scenario", scenario, "-", distribution, "-hsq", hsq, "-replicate", replicate, ".rds") 
})) %>%
    dplyr::mutate(coverage = purrr::map_dbl(.x = filename, .f = function(x){
        readRDS(x)
    })) %>%
  dplyr::mutate(mean_R2 = purrr::pmap_dbl(.l = list(scenario, distribution, hsq, replicate), 
                                          .f = function(scenario, distribution, hsq, replicate){
                                            r2 <- numeric()
                                            for (fold in 1:5){
                                              fn <- paste0("../dat-quant-5fold-manual-sim/DBSLMM/scenario", scenario, "/", distribution, "/hsq", hsq, "/summary_ukb_pheno", replicate, "_scenario", scenario, "_", distribution, "_hsq", hsq, "_fold", fold, "_res.r2")
                                              dat <- readr::read_table(file = fn, col_names = FALSE)
                                              r2[fold] <- max(dat$X3)
                                            }
                                            return(mean(r2))
                                          }))

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## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
## 
## ── Column specification ────────────────────────────────────────────────────────
## cols(
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## )
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## cols(
##   X1 = col_double(),
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## )
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## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
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## )
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## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
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## )
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## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
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## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
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##   X3 = col_double()
## )
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## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )
## 
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## ── Column specification ────────────────────────────────────────────────────────
## cols(
##   X1 = col_double(),
##   X2 = col_double(),
##   X3 = col_double()
## )

library(ggplot2)  
plots <- results %>%
  dplyr::group_by(scenario) %>%
  dplyr::mutate(hsq_distribution = paste0(distribution, hsq)) %>%
  dplyr::do(plots = ggplot(data=.)  + ylim(c(0.9, 1)) + xlab("Setting") + geom_boxplot(aes(x = hsq_distribution, y = coverage)) + geom_point(aes(x = hsq_distribution, y = coverage)) + ggtitle(paste0("Scenario ", unique(.$scenario))))

plots$plots[[1]]

ggsave(filename = "../results/revised-DBSLMM/manual-quant_scenarioI.jpg")

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plots$plots[[2]]

ggsave(filename = "../results/revised-DBSLMM/manual-quant_scenarioII.jpg")

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plots$plots[[3]]

ggsave(filename = "../results/revised-DBSLMM/manual-quant_scenarioIII.jpg")

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plots$plots[[4]]

ggsave(filename = "../results/revised-DBSLMM/manual-quant_scenarioIV.jpg")

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Plot mean \(R^2\) values

plots <- results %>%
  dplyr::group_by(scenario) %>%
  dplyr::mutate(hsq_distribution = paste0(distribution, hsq)) %>%
  dplyr::do(plots = ggplot(data=.)   +
              geom_point(aes(x = mean_R2, colour = hsq_distribution, y = coverage)) +
              ggtitle(paste0("Scenario ", unique(.$scenario))))

plots$plots[[1]] %>% plotly::ggplotly()

ggsave(filename = "../results/revised-DBSLMM/manual-quant_scenarioI-meanR2.jpg")

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plots$plots[[2]] %>% plotly::ggplotly()

ggsave(filename = "../results/revised-DBSLMM/manual-quant_scenarioII-meanR2.jpg")

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plots$plots[[3]] %>% plotly::ggplotly()

ggsave(filename = "../results/revised-DBSLMM/manual-quant_scenarioIII-meanR2.jpg")

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plots$plots[[4]] %>% plotly::ggplotly()

ggsave(filename = "../results/revised-DBSLMM/manual-quant_scenarioIV-meanR2.jpg")

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Coverage vs mean heritability: one plot for all scenarios

res2 <- results %>%
  dplyr::group_by(scenario, distribution, hsq) %>%
  dplyr::mutate(group_id = paste0("scenario", scenario, "_", distribution,  "_hsq", hsq)) 
res2 %>%
  ggplot() + geom_point(aes(x = hsq, y = coverage, colour = group_id), show.legend = FALSE)

cor(res2$hsq, res2$coverage)

## [1] 0.605477

res2 %>%
  ggplot() + geom_point(aes(x = mean_R2, y = coverage, colour = group_id), show.legend = FALSE)

cor(res2$mean_R2, res2$coverage)

## [1] 0.7062672

Histograms of interval widths

results2 <- results %>%
      dplyr::mutate(filename2 = purrr::pmap_chr(.l = list(scenario, distribution, hsq, replicate), 
                                             .f = function(scenario, distribution, hsq, replicate){ 
                                                 paste0("../results/sims-manual-12500-5fold-interval-lengths-scenario", scenario, "-", distribution, "-hsq", hsq, "-replicate", replicate, ".rds") 
}))  %>%
    dplyr::mutate(interval_widths = purrr::map(.x = filename2, .f = function(x){
        foo <- readRDS(x)
        return(foo$interval_length)
    })) 

for (i in 1:nrow(results2)){
  print(paste0("HISTOGRAM ", i))
  hist(results2$interval_widths[[i]])
}